--- title: "How do you calculate the costs of customer queries that are re-handled after escalation?" url: "https://pegamento.nl/en/contact-center/how-do-you-calculate-the-costs-of-customer-queries-that-are-re-handled-after-escalation/" lang: "en" type: "post" description: "Calculate what escalated customer queries really cost and create internal buy-in for structural improvement." last_modified: "2026-10-21T09:39:39+00:00" categories: [Contact Center] translations: nl: "https://pegamento.nl/contactcenter/hoe-bereken-je-de-kosten-van-klantvragen-die-na-escalatie-opnieuw-worden-behandeld/" --- # How do you calculate the costs of customer queries that are re-handled after escalation? Customer queries that must be re-handled after escalation are a silent cost in many service organizations. You don’t always see them in dashboards, but the impact on employee capacity, customer satisfaction, and operational costs is significant. By systematically calculating the costs of re-handling after escalation, you get a concrete figure that creates internal buy-in for improvement. In this guide, you will go through step-by-step how to calculate the escalation costs for customer queries that are picked up again after escalation. From the right preparation to a validated total calculation on an annual basis. ## What you need before you start Before you perform the customer contact cost analysis, ensure you have access to the right data sources and basic information. Without this input, you cannot make a reliable calculation. - Contact data from your CRM, ticketing system, or contact center software (at least three months, preferably a full year) - Call and handling times per contact type and channel - Personnel costs per employee or per FTE at the relevant levels (first-line, second-line, specialists) - Definition of what counts as an escalation in your organization - Insight into which channels are involved: telephony, email, chat, WhatsApp, or combinations thereof Also check whether your systems distinguish between an initial contact, a transfer, and a repeat contact about the same issue. This distinction is essential for an accurate analysis. If that insight is not yet available, a [thorough business analysis](https://pegamento.nl/en/business-analysis/) is a logical first step. ## Identify and categorize escalated contacts Start by defining which contacts you consider escalated. An escalation is not always the same: sometimes a conversation goes to a senior employee, sometimes to another department, sometimes to an external party. Categorize them consistently. - Export all contacts over the chosen period from your systems. - Filter for contacts where a transfer, status change to “escalation,” or a second handler is visible. - Split these contacts by type of escalation: internal (first-line to second-line), cross-departmental, and external. - Then mark which of these escalated contacts were subsequently picked up again because the issue was not yet resolved after escalation. After this step, you will have a clear dataset of escalated contacts that have also been re-handled. Note the total number per category. This forms the basis for all follow-up calculations regarding the costs of re-handling customer contacts. ## Calculate the direct costs per escalated contact With your categorized dataset, you now calculate the direct costs per escalated and re-handled contact. These are the costs that can be directly linked to employee deployment and handling time. - Determine the average handling time (AHT) for an escalated contact, including the re-handling. Use your contact data or time registration for this. - Calculate the cost price per minute per employee type. Divide the total wage costs (including employer contributions and overhead) by the available productive minutes per year. - Multiply the average handling time by the cost price per minute for each level involved: first-line, second-line, and possibly specialist. - Add up the costs per level for one fully escalated and re-handled contact. Check your result by manually reviewing a handful of concrete files. If the calculated costs per contact deviate significantly from what you expect based on experience, check whether your handling times are complete, including wrap-up and registration. ## Add indirect and hidden costs to the calculation Direct personnel costs are only part of the story. When calculating escalation costs, indirect and hidden costs must also be included. These are often overlooked in practice, but they are real and significant. ### Indirect costs to include - **Waiting time costs:** the time a customer waits before the re-handling takes place leads to extra contact moments and higher pressure on staffing. - **Coordination and transfer:** passing context between employees takes time and increases the chance of errors. - **Quality control:** escalated files more often require an extra check or feedback. - **Customer churn:** customers who have to contact you multiple times about the same issue are more likely to drop out. The lost revenue or increased acquisition costs are a hidden expense. Estimate these indirect costs as concretely as possible. Use data on customer satisfaction scores, churn rates, or internal time registrations for this. A conservative estimate is better than nothing, as long as you document the assumption transparently. ## Calculate the total cost impact on an annual basis Now that you know the costs per escalated and re-handled contact, including the indirect component, calculate the total impact on an annual basis. This provides the figure that is most convincing internally. - Add up the total number of escalated and re-handled contacts over your measurement period. - Extrapolate this to a full year if your measurement period was shorter. - Multiply the annual number by the total costs per contact (direct plus indirect). - If necessary, split the result by channel, department, or customer type for extra insight. The final figure gives you the total annual cost impact of repeated customer contact after escalation. This is the amount that can potentially be saved if escalations are prevented or handled better. Also document the assumptions you used, so that others can review and repeat the calculation. ## Validate the outcomes and adjust A calculation is only useful if you have validated the outcomes. Check whether the figures match the reality that employees and managers recognize. - Discuss the outcomes with team leaders or senior employees who work with escalations daily. Do they recognize the order of magnitude? - Compare the calculated costs per contact with benchmarks from similar organizations or sectors, if available. - Check whether the definition of escalation has been applied consistently in your dataset. A small shift in definition can have a large impact on the outcome. - Adjust assumptions based on the feedback and recalculate if necessary. Use the validated outcomes as a starting point for a broader analysis of your customer contact processes. Escalation costs are rarely an isolated problem: they often point to structural bottlenecks in routing, knowledge sharing, or system integration. Repeat the calculation every quarter to see if improvements are actually having an effect. ## How Pegamento helps in making escalation costs transparent We understand that collecting and interpreting the right data takes a lot of time in practice, especially if contact data is spread across multiple systems and channels. Pegamento helps organizations get a grip on their customer contact, from analysis to structural improvement, all under one roof without complex supplier coordination. What we specifically do for you: - **Business analysis:** we map out your current customer contact processes, including escalation patterns, repeated contact, and hidden costs. - **Cost calculation and business case:** we help you quantify the total cost impact with a well-founded business case that creates internal buy-in. - **Custom solutions with standard building blocks:** based on the analysis, we determine together where technology, Agentic AI, or process automation adds the most value and where human contact remains necessary. - **Implementation and management:** we guide the entire process, from technical integration to ongoing optimization, with a single point of contact. Do you want to know what escalations really cost your organization? [Contact us](https://pegamento.nl/en/contact-us/) and we will look together at how we can start the analysis quickly and practically. ## Frequently Asked Questions ### How long does it take on average to perform a full escalation cost calculation? If all necessary data is available from your CRM or ticketing system, you can set up an initial calculation within one to two working days. In practice, collecting and cleaning data from multiple systems often takes more time. Count on one to two weeks for a well-founded analysis that also includes indirect costs and is internally validated. ### What if my systems do not distinguish between an escalation and a regular transfer? This is a common bottleneck. A practical solution is to manually categorize contacts on a sample basis based on call notes, handling time, or the number of employees involved. Based on that sample, you can determine an estimation factor and apply it to your total dataset. Make sure you document this assumption transparently, so the calculation can be adjusted later once the data infrastructure has improved. ### What common mistakes should I avoid when calculating escalation costs? The most common mistake is including only direct personnel costs and forgetting wrap-up, coordination time, and customer churn. Additionally, organizations often overlook that the definition of ‘escalation’ is not used consistently internally, making comparisons between departments or periods unreliable. Always validate your definition and assumptions with the people who work with escalations daily before drawing conclusions. ### How do I use the outcomes of this calculation to create internal buy-in for improvements? Translate the total annual amount into concrete and recognizable units: for example, the equivalent in FTEs, the number of customers who drop out annually, or the lost revenue per quarter. Link the figures to a concrete improvement proposal with a realistic payback period. A well-founded business case with a single, clear figure convinces directors and management faster than an extensive list of operational bottlenecks. ### Can you also apply this calculation to specific channels, such as only chat or only telephony? Yes, and that is even recommended. Escalation patterns and associated costs differ greatly per channel: an escalated phone call has a different AHT and cost price than an escalated email thread or chat conversation. By performing the calculation per channel, you discover where the greatest cost concentration is and can prioritize improvement initiatives more effectively. ### How often should I repeat this calculation to follow trends? A quarterly frequency is ideal for most organizations: frequent enough to measure the effect of improvements, but not so frequent that it becomes a major time investment. Ensure you use the same definitions and assumptions for each repetition, so the results are mutually comparable. If you implement a major process change, it is wise to also do an interim measurement immediately afterwards. ### From what volume of escalations is it useful to do this analysis? Even at relatively low volumes, the analysis can yield a surprising amount, because the hidden and indirect costs per contact can be high. As a rule of thumb: if your organization processes more than fifty escalated contacts per month that are subsequently re-handled, a formal cost calculation is worth the investment. For lower volumes, a simplified sample calculation to determine the order of magnitude may suffice.